{"id":"W2231506176","doi":"10.5505/pajes.2014.08370","title":"Investigation of Swelling, Adsorption and Mechanical Properties of Sodium Acrylate Based Hydrogel and Cryogels","year":2014,"lang":"en","type":"article","venue":"Pamukkale University Journal of Engineering Sciences","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Swelling; Adsorption; Acrylate; Chemical engineering; Materials science; Self-healing hydrogels; Chemistry; Composite material; Polymer chemistry; Copolymer; Polymer; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004581144,0.00006234106,0.0001173734,0.0001055172,0.00004601027,0.000007726038,0.0001385576,0.00005055435,0.000001073994],"category_scores_gemma":[0.0001070485,0.00005504536,0.00003246879,0.0000956084,0.0002343647,0.00001992358,0.0000369154,0.00004797825,1.047585e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006961714,"about_ca_system_score_gemma":0.00005292849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001357988,"about_ca_topic_score_gemma":0.000002554387,"domain_scores_codex":[0.9995133,0.00002855712,0.0001548079,0.0001052169,0.0001200032,0.00007816534],"domain_scores_gemma":[0.9996,0.00001751935,0.0001622235,0.00006967812,0.00009293904,0.00005761706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001722334,0.000007491955,0.001104587,0.00004074581,0.00001223107,1.304365e-7,0.00007198613,0.002652118,0.9956987,0.000195556,0.000002646279,0.0001966053],"study_design_scores_gemma":[0.0001956592,0.0002061749,0.0007880658,0.00008119859,0.00002481108,0.000009284644,0.00009869602,0.02659381,0.9716201,0.00004429397,0.0002711085,0.00006682974],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881875,0.0003476293,0.01127916,0.000101535,0.00002024363,0.00004278839,0.000001633771,0.000002943978,0.00001657971],"genre_scores_gemma":[0.9955484,0.0001249584,0.004284804,0.000007812566,0.0000203158,1.636391e-7,4.515063e-7,0.000003439002,0.000009698755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02407861,"threshold_uncertainty_score":0.2244684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01655960808774534,"score_gpt":0.1863256844500835,"score_spread":0.1697660763623381,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}